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Zdimal AM, Di Dio G, Liu W, Aftab T, Collins T, Colin R, Shrivastava A. Swarming bacteria exhibit developmental phase transitions to establish scattered colonies in new regions. THE ISME JOURNAL 2025; 19:wrae263. [PMID: 39750029 PMCID: PMC11773418 DOI: 10.1093/ismejo/wrae263] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/30/2024] [Revised: 12/02/2024] [Accepted: 12/31/2024] [Indexed: 01/04/2025]
Abstract
The collective surface motility and swarming behavior of microbes play a crucial role in the formation of polymicrobial communities, shaping ecosystems as diverse as animal and human microbiota, plant rhizospheres, and various aquatic environments. In the human oral microbiota, T9SS-driven gliding bacteria transport non-motile microbes and bacteriophages as cargo, thereby influencing the spatial organization and structural complexity of these polymicrobial communities. However, the physical rules governing the dispersal of T9SS-driven bacterial swarms are barely understood. Here, we collected time-lapse images, under anaerobic conditions, of developing swarms of a T9SS-driven microbe common to the human oral microbiota. Tracking of swarms revealed that small peripheral flares emerging from a colony develop structures that resemble fireworks displaying a chrysanthemum effect and flower-like patterns that convert to wave-like patterns and which further evolve into scattered microcolonies. Particle-image velocimetry showed density-dependent phase transitions and initial vorticity within these emerging patterns. Numerical simulations demonstrate that these patterns arise due to changes in swarm speed and alignment strength. Our data reveal a strategy used by an anaerobic swarming bacterium to control swarm behavior, resulting in scattered microcolonies distant from the mother colony, thus reducing competition for resources among colony members. This might ensure species survival even if conditions change drastically in one location of the human oral cavity.
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Affiliation(s)
- Amanda M Zdimal
- Center for Fundamental and Applied Microbiomics, Biodesign Institute, Arizona State University, Tempe, AZ 85287, United States
- School of Life Sciences, Arizona State University, Tempe, AZ 85287, United States
| | - Giacomo Di Dio
- Department of Systems and Synthetic Microbiology, Max Planck Institute for Terrestrial Microbiology, Marburg 35043, Germany
| | - Wanxiang Liu
- Center for Fundamental and Applied Microbiomics, Biodesign Institute, Arizona State University, Tempe, AZ 85287, United States
- School of Life Sciences, Arizona State University, Tempe, AZ 85287, United States
| | - Tanya Aftab
- Center for Fundamental and Applied Microbiomics, Biodesign Institute, Arizona State University, Tempe, AZ 85287, United States
| | - Taryn Collins
- Center for Fundamental and Applied Microbiomics, Biodesign Institute, Arizona State University, Tempe, AZ 85287, United States
| | - Remy Colin
- Department of Systems and Synthetic Microbiology, Max Planck Institute for Terrestrial Microbiology, Marburg 35043, Germany
| | - Abhishek Shrivastava
- Center for Fundamental and Applied Microbiomics, Biodesign Institute, Arizona State University, Tempe, AZ 85287, United States
- School of Life Sciences, Arizona State University, Tempe, AZ 85287, United States
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Zdimal AM, Dio GD, Liu W, Aftab T, Collins T, Colin R, Shrivastava A. Swarming bacteria exhibit developmental phase transitions to establish scattered colonies in new regions. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.09.24.614802. [PMID: 39386520 PMCID: PMC11463409 DOI: 10.1101/2024.09.24.614802] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/12/2024]
Abstract
The bacterial Type 9 Secretion System (T9SS) is essential for the development of periodontal diseases and Bacteroidetes gliding motility. T9SS-driven motile bacteria, abundant within the human oral microbiota, transport non-motile oral microbes and bacteriophages as cargo, shaping the spatial structure of polymicrobial communities. However, the physical rules governing the dispersal of T9SS-driven bacterial swarms are barely understood. Here, we collected time-lapse images, under anaerobic conditions, of developing swarms of a T9SS-driven microbe common to the human oral microbiota. Tracking of swarms revealed that small peripheral flares emerging from a colony develop structures that resemble fireworks displaying a chrysanthemum effect and flower-like patterns that convert to wave-like patterns and which further evolve into scattered microcolonies. Particle-image velocimetry showed density-dependent phase transitions and initial vorticity within these emerging patterns. Numerical simulations demonstrate that these patterns arise due to changes in swarm speed and alignment strength. Our data reveal a strategy used by an anaerobic swarming bacterium to control swarm behavior, resulting in scattered microcolonies distant from the mother colony, thus reducing competition for resources among colony members. This might ensure species survival even if conditions change drastically in one location of the human oral cavity.
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Kastrat E, Cheng HP. Escherichia coli has an undiscovered ability to inhibit the growth of both Gram-negative and Gram-positive bacteria. Sci Rep 2024; 14:7420. [PMID: 38548840 PMCID: PMC10978900 DOI: 10.1038/s41598-024-57996-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/23/2024] [Accepted: 03/25/2024] [Indexed: 04/01/2024] Open
Abstract
The ability for bacteria to form boundaries between neighboring colonies as the result of intra-species inhibition has been described for a limited number of species. Here, we report that intra-species inhibition is more common than previously recognized. We demonstrated that swimming colonies of four Escherichia coli strains and six other bacteria form inhibitory zones between colonies, which is not caused by nutrient depletion. This phenomenon was similarly observed with non-flagellated bacteria. We developed a square-streaking pattern assay which revealed that Escherichia coli BW25113 inhibits the growth of other E. coli, and surprisingly, other Gram-positive and negative bacteria, including multi-drug resistant clinical isolates. Altogether, our findings demonstrate intra-species inhibition is common and might be used by E. coli to inhibit other bacteria. Our findings raise the possibility for a common mechanism shared across bacteria for intra-species inhibition. This can be further explored for a potential new class of antibiotics.
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Affiliation(s)
- Ertan Kastrat
- Department of Biological Sciences, Lehman College, City University of New York, Bronx, NY, 10468, USA
- The Graduate Center, City University of New York, New York, NY, 10016, USA
| | - Hai-Ping Cheng
- Department of Biological Sciences, Lehman College, City University of New York, Bronx, NY, 10468, USA.
- The Graduate Center, City University of New York, New York, NY, 10016, USA.
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Lee Y, Kim YS, Balaraju K, Seo YS, Park J, Ryu CM, Park SH, Kim JF, Kang S, Jeon Y. Molecular changes associated with spontaneous phenotypic variation of Paenibacillus polymyxa, a commonly used biocontrol agent, and temperature-dependent control of variation. Sci Rep 2020; 10:16586. [PMID: 33024195 PMCID: PMC7538429 DOI: 10.1038/s41598-020-73716-7] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/11/2020] [Accepted: 09/21/2020] [Indexed: 11/19/2022] Open
Abstract
There has been a growing interest in deploying plant growth-promoting rhizobacteria (PGPR) as a biological control agent (BCA) to reduce the use of agrochemicals. Spontaneous phenotypic variation of PGPR, which causes the loss of traits crucial for biocontrol, presents a large obstacle in producing commercial biocontrol products. Here, we report molecular changes associated with phenotypic variation in Paenibacillus polymyxa, a PGPR widely used for biocontrol worldwide, and a simple cultural change that can prevent the variation. Compared to B-type (non-variant) cells of P. polymyxa strain E681, its phenotypic variant, termed as F-type, fails to form spores, does not confer plant growth-promoting effect, and displays altered colony and cell morphology, motility, antagonism against other microbes, and biofilm formation. This variation was observed in all tested strains of P. polymyxa, but the frequency varied among them. RNA-seq analysis revealed differential regulation of many genes involved in sporulation, flagella synthesis, carbohydrate metabolism, and antimicrobial production in F-type cells, consistent with their pleiotropic phenotypic changes. F-type cells's sporulation was arrested at stage 0, and the key sporulation gene spo0A was upregulated only in B-type cells. The phenotypic variation could be prevented by altering the temperature for growth. When E681 was cultured at 20 °C or lower, it exhibited no variation for 7 days and still reached ~ 108 cfu/mL, the level sufficient for commercial-scale production of biocontrol products.
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Affiliation(s)
- Younmi Lee
- Department of Plant Medicals, Andong National University, Andong, 36729, Republic of Korea.,Agricultural Science and Technology Research Institute, Andong National University, Andong, 36729, Republic of Korea
| | - Young Soo Kim
- Department of Plant Medicals, Andong National University, Andong, 36729, Republic of Korea
| | - Kotnala Balaraju
- Agricultural Science and Technology Research Institute, Andong National University, Andong, 36729, Republic of Korea
| | - Young-Su Seo
- Department of Microbiology, Pusan National University, Pusan, 46241, Republic of Korea
| | - Jungwook Park
- Department of Microbiology, Pusan National University, Pusan, 46241, Republic of Korea
| | - Choong-Min Ryu
- Infectious Disease Research Centre, KRIBB, Daejeon, 34141, Republic of Korea.,Department of Biosystems and Bioengineering, KRIBB School of Biotechnology, Korea University of Science and Technology, Daejeon, 34141, Republic of Korea
| | - Seung-Hwan Park
- Infectious Disease Research Centre, KRIBB, Daejeon, 34141, Republic of Korea.,Department of Biosystems and Bioengineering, KRIBB School of Biotechnology, Korea University of Science and Technology, Daejeon, 34141, Republic of Korea
| | - Jihyun F Kim
- Department of Systems Biology, Division of Life Sciences, and Institute for Life Science and Biotechnology, Yonsei University, Seoul, 03722, Republic of Korea.,Strategic Initiative for Microbiomes in Agriculture and Food (iMAF), Yonsei University, Seoul, 03722, Republic of Korea
| | - Seogchan Kang
- Department of Plant Pathology and Environmental Microbiology, Pennsylvania State University, University Park, PA, 16802, USA
| | - Yongho Jeon
- Department of Plant Medicals, Andong National University, Andong, 36729, Republic of Korea.
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Paul R, Ghosh T, Tang T, Kumar A. Rivalry in Bacillus subtilis colonies: enemy or family? SOFT MATTER 2019; 15:5400-5411. [PMID: 31172158 DOI: 10.1039/c9sm00794f] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/09/2023]
Abstract
Two colonies of Bacillus subtilis of identical strains growing adjacent to each other on an agar plate exhibit two distinct types of interactions: they either merge as they grow or demarcation occurs leading to formation of a line of demarcation at the colony fronts. The nature of this interaction depends on the agar concentration in the growth medium and the initial separation between the colonies. When the agar concentration was 0.67% or lower, the two sibling colonies were found to always merge. At 1% or higher concentrations, the colonies formed a demarcation line only when their initial separation was 20 mm or higher. Interactions of a colony with solid structures and liquid drops have indicated that biochemical factors rather than the presence of physical obstacles are responsible for the demarcation line formation. A reaction diffusion model has been formulated to predict if two sibling colonies will form a demarcation line under given agar concentration and initial separation. The model prediction agrees well with experimental findings and generates a dimensionless phase diagram containing merging and demarcation regimes. The phase diagram is in terms of a dimensionless initial separation, d[combining macron], and a dimensionless diffusion coefficient, D[combining macron], of the colonies. The phase boundary between the two interaction regimes can be described by a power law relation between d[combining macron] and D[combining macron].
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Affiliation(s)
- Rajorshi Paul
- Department of Mechanical Engineering, University of Alberta, Edmonton, Canada
| | - Tanushree Ghosh
- Department of Mechanical Engineering, University of Alberta, Edmonton, Canada
| | - Tian Tang
- Department of Mechanical Engineering, University of Alberta, Edmonton, Canada
| | - Aloke Kumar
- Department of Mechanical Engineering, Indian Institute of Science, Bangalore, India.
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Luzzatto-Knaan T, Melnik AV, Dorrestein PC. Mass Spectrometry Uncovers the Role of Surfactin as an Interspecies Recruitment Factor. ACS Chem Biol 2019; 14:459-467. [PMID: 30763059 DOI: 10.1021/acschembio.8b01120] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
Abstract
Microbes use metabolic exchange to sense and respond to their changing environment. Surfactins, produced by Bacillus subtilis, have been extensively studied for their role in biofilm formation, biosurfactant properties, and antimicrobial activity, affecting the surrounding microbial consortia. Using mass spectrometry, we reveal that Paenibacillus dendritiformis, originally isolated with B. subtilis, is not antagonized by the presence of surfactins and is actually attracted to them. We demonstrate here for the first time that P. dendritiformis is also actively degrading surfactins produced by B. subtilis and accumulating the degradation products that serve as territorial markers. This new attribute as an attractant of selected microbes and the conversion into a deterrent highlight the diverse role natural products have in shaping the environment and establishing mixed communities.
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Affiliation(s)
- Tal Luzzatto-Knaan
- Collaborative Mass Spectrometry Innovation Center, Skaggs School of Pharmacy and Pharmaceutical Sciences, University of California, San Diego, La Jolla, California 92093, United States
| | - Alexey V. Melnik
- Collaborative Mass Spectrometry Innovation Center, Skaggs School of Pharmacy and Pharmaceutical Sciences, University of California, San Diego, La Jolla, California 92093, United States
| | - Pieter C. Dorrestein
- Collaborative Mass Spectrometry Innovation Center, Skaggs School of Pharmacy and Pharmaceutical Sciences, University of California, San Diego, La Jolla, California 92093, United States
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Nepal S, Kumar P. Dynamics of phenotypic switching of bacterial cells with temporal fluctuations in pressure. Phys Rev E 2018; 97:052411. [PMID: 29906911 DOI: 10.1103/physreve.97.052411] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/30/2017] [Indexed: 06/08/2023]
Abstract
Phenotypic switching is one of the mechanisms by which bacteria thrive in ever changing environmental conditions around them. Earlier studies have shown that the application of steady high hydrostatic pressure leads to stochastic switching of mesophilic bacteria from a cellular phenotype having a normal cell cycle to another phenotype lacking cell division. Here, we have studied the dynamics of this phenotypic switching with fluctuating periodic pressure using a set of experiments and a theoretical model. Our results suggest that the phenotypic switching rate from high-pressure phenotype to low-pressure phenotype in the reversible regime is larger as compared to the switching rate from low-pressure phenotype to high-pressure phenotype. Furthermore, we find that even though the cell division and elongation are presumably regulated by a large number of genes the underlying physics of the dynamics of stochastic switching at high pressure is captured reasonably well by a simple two-state model.
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Affiliation(s)
- Sudip Nepal
- Department of Physics, University of Arkansas, Fayetteville, Arkansas 72701, USA
| | - Pradeep Kumar
- Department of Physics, University of Arkansas, Fayetteville, Arkansas 72701, USA
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Patra P, Vassallo CN, Wall D, Igoshin OA. Mechanism of Kin-Discriminatory Demarcation Line Formation between Colonies of Swarming Bacteria. Biophys J 2018; 113:2477-2486. [PMID: 29212001 DOI: 10.1016/j.bpj.2017.09.020] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/28/2017] [Revised: 09/09/2017] [Accepted: 09/21/2017] [Indexed: 10/18/2022] Open
Abstract
Swarming bacteria use kin discrimination to preferentially associate with their clonemates for certain cooperative behaviors. Kin discrimination can manifest as an apparent demarcation line (a region lacking cells or with much lower cell density) between antagonist strains swarming toward each other. In contrast, two identical strains merge with no demarcation. Experimental studies suggest contact-dependent killing between different strains as a mechanism of kin discrimination, but it is not clear whether this killing is sufficient to explain the observed patterns. Here, we investigate the formation of demarcation line with a mathematical model. First, using data from competition experiments between kin discriminating strains of Myxococcus xanthus and Proteus mirabilis, we found the rates of killing between the strains to be highly asymmetric, i.e., one strain kills another at a much higher rate. Then, to investigate how such asymmetric interactions can lead to a stable demarcation line, we construct reaction-diffusion models for colony expansion of kin-discriminatory strains. Our results demonstrate that a stable demarcation line can form when both cell movement and cell growth cease at low nutrient levels. Further, our study suggests that, depending on the initial separation between the inoculated colonies, the demarcation line may move transiently before stabilizing. We validated these model predictions by observing dynamics of merger between two M. xanthus strains, where one strain expresses a toxin protein that kills a second strain lacking the corresponding antitoxin. Our study therefore provides a theoretical understanding of demarcation line formation between kin-discriminatory populations, and can be used for analyzing and designing future experiments.
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Affiliation(s)
- Pintu Patra
- Center for Theoretical Biological Physics and Department of Bioengineering, Rice University, Houston, Texas
| | | | - Daniel Wall
- Department of Molecular Biology, University of Wyoming, Laramie, Wyoming
| | - Oleg A Igoshin
- Center for Theoretical Biological Physics and Department of Bioengineering, Rice University, Houston, Texas.
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Abstract
The ability of bacteria to recognize kin provides a means to form social groups. In turn these groups can lead to cooperative behaviors that surpass the ability of the individual. Kin recognition involves specific biochemical interactions between a receptor(s) and an identification molecule(s). Recognition specificity, ensuring that nonkin are excluded and kin are included, is critical and depends on the number of loci and polymorphisms involved. After recognition and biochemical perception, the common ensuing cooperative behaviors include biofilm formation, quorum responses, development, and swarming motility. Although kin recognition is a fundamental mechanism through which cells might interact, microbiologists are only beginning to explore the topic. This review considers both molecular and theoretical aspects of bacterial kin recognition. Consideration is also given to bacterial diversity, genetic relatedness, kin selection theory, and mechanisms of recognition.
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Affiliation(s)
- Daniel Wall
- Department of Molecular Biology, University of Wyoming, Laramie, Wyoming 82071;
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Sibling Rivalry in Myxococcus xanthus Is Mediated by Kin Recognition and a Polyploid Prophage. J Bacteriol 2016; 198:994-1004. [PMID: 26787762 DOI: 10.1128/jb.00964-15] [Citation(s) in RCA: 40] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/03/2015] [Accepted: 01/07/2016] [Indexed: 01/24/2023] Open
Abstract
UNLABELLED Myxobacteria form complex social communities that elicit multicellular behaviors. One such behavior is kin recognition, in which cells identify siblings via their polymorphic TraA cell surface receptor, to transiently fuse outer membranes and exchange their contents. In addition, outer membrane exchange (OME) regulates behaviors, such as inhibition of wild-type Myxococcus xanthus (DK1622) from swarming. Here we monitored the fate of motile cells and surprisingly found they were killed by nonmotile siblings. The kill phenotype required OME (i.e., was TraA dependent). The genetic basis of killing was traced to ancestral strains used to construct DK1622. Specifically, the kill phenotype mapped to a large "polyploid prophage," Mx alpha. Sensitive strains contained a 200-kb deletion that removed two of three Mx alpha units. To explain these results, we suggest that Mx alpha expresses a toxin-antitoxin cassette that uses the OME machinery of M. xanthus to transfer a toxin that makes the population "addicted" to Mx alpha. Thus, siblings that lost Mx alpha units (no immunity) are killed by cells that harbor the element. To test this, an Mx alpha-harboring laboratory strain was engineered (by traA allele swap) to recognize a closely related species, Myxococcus fulvus. As a result, M. fulvus, which lacks Mx alpha, was killed. These TraA-mediated antagonisms provide an explanation for how kin recognition specificity might have evolved in myxobacteria. That is, recognition specificity is determined by polymorphisms in traA, which we hypothesize were selected for because OME with non-kin leads to lethal outcomes. IMPORTANCE The transition from single cell to multicellular life is considered a major evolutionary event. Myxobacteria have successfully made this transition. For example, in response to starvation, individual cells aggregate into multicellular fruiting bodies wherein cells differentiate into spores. To build fruits, cells need to recognize their siblings, and in part, this is mediated by the TraA cell surface receptor. Surprisingly, we report that TraA recognition can also involve sibling killing. We show that killing originates from a prophage-like element that has apparently hijacked the TraA system to deliver a toxin to kin. We hypothesize that this killing system has imposed selective pressures on kin recognition, which in turn has resulted in TraA polymorphisms and hence many different recognition groups.
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Duggin IG, Aylett CHS, Walsh JC, Michie KA, Wang Q, Turnbull L, Dawson EM, Harry EJ, Whitchurch CB, Amos LA, Löwe J. CetZ tubulin-like proteins control archaeal cell shape. Nature 2014; 519:362-5. [PMID: 25533961 DOI: 10.1038/nature13983] [Citation(s) in RCA: 108] [Impact Index Per Article: 9.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/29/2014] [Accepted: 10/20/2014] [Indexed: 11/09/2022]
Abstract
Tubulin is a major component of the eukaryotic cytoskeleton, controlling cell shape, structure and dynamics, whereas its bacterial homologue FtsZ establishes the cytokinetic ring that constricts during cell division. How such different roles of tubulin and FtsZ evolved is unknown. Studying Archaea may provide clues as these organisms share characteristics with Eukarya and Bacteria. Here we report the structure and function of proteins from a distinct family related to tubulin and FtsZ, named CetZ, which co-exists with FtsZ in many archaea. CetZ X-ray crystal structures showed the FtsZ/tubulin superfamily fold, and one crystal form contained sheets of protofilaments, suggesting a structural role. However, inactivation of CetZ proteins in Haloferax volcanii did not affect cell division. Instead, CetZ1 was required for differentiation of the irregular plate-shaped cells into a rod-shaped cell type that was essential for normal swimming motility. CetZ1 formed dynamic cytoskeletal structures in vivo, relating to its capacity to remodel the cell envelope and direct rod formation. CetZ2 was also implicated in H. volcanii cell shape control. Our findings expand the known roles of the FtsZ/tubulin superfamily to include archaeal cell shape dynamics, suggesting that a cytoskeletal role might predate eukaryotic cell evolution, and they support the premise that a major function of the microbial rod shape is to facilitate swimming.
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Affiliation(s)
- Iain G Duggin
- 1] Medical Research Council Laboratory of Molecular Biology, Francis Crick Avenue, Cambridge CB2 0QH, UK [2] The ithree institute, University of Technology Sydney, New South Wales 2007, Australia
| | - Christopher H S Aylett
- Medical Research Council Laboratory of Molecular Biology, Francis Crick Avenue, Cambridge CB2 0QH, UK
| | - James C Walsh
- 1] The ithree institute, University of Technology Sydney, New South Wales 2007, Australia [2] School of Physics, University of New South Wales, Sydney, New South Wales 2052, Australia
| | - Katharine A Michie
- Medical Research Council Laboratory of Molecular Biology, Francis Crick Avenue, Cambridge CB2 0QH, UK
| | - Qing Wang
- Medical Research Council Laboratory of Molecular Biology, Francis Crick Avenue, Cambridge CB2 0QH, UK
| | - Lynne Turnbull
- The ithree institute, University of Technology Sydney, New South Wales 2007, Australia
| | - Emma M Dawson
- The ithree institute, University of Technology Sydney, New South Wales 2007, Australia
| | - Elizabeth J Harry
- The ithree institute, University of Technology Sydney, New South Wales 2007, Australia
| | - Cynthia B Whitchurch
- The ithree institute, University of Technology Sydney, New South Wales 2007, Australia
| | - Linda A Amos
- Medical Research Council Laboratory of Molecular Biology, Francis Crick Avenue, Cambridge CB2 0QH, UK
| | - Jan Löwe
- Medical Research Council Laboratory of Molecular Biology, Francis Crick Avenue, Cambridge CB2 0QH, UK
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12
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Ben-Jacob E, Lu M, Schultz D, Onuchic JN. The physics of bacterial decision making. Front Cell Infect Microbiol 2014; 4:154. [PMID: 25401094 PMCID: PMC4214203 DOI: 10.3389/fcimb.2014.00154] [Citation(s) in RCA: 20] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/16/2014] [Accepted: 10/11/2014] [Indexed: 12/25/2022] Open
Abstract
The choice that bacteria make between sporulation and competence when subjected to stress provides a prototypical example of collective cell fate determination that is stochastic on the individual cell level, yet predictable (deterministic) on the population level. This collective decision is performed by an elaborated gene network. Considerable effort has been devoted to simplify its complexity by taking physics approaches to untangle the basic functional modules that are integrated to form the complete network: (1) A stochastic switch whose transition probability is controlled by two order parameters-population density and internal/external stress. (2) An adaptable timer whose clock rate is normalized by the same two previous order parameters. (3) Sensing units which measure population density and external stress. (4) A communication module that exchanges information about the cells' internal stress levels. (5) An oscillating gate of the stochastic switch which is regulated by the timer. The unique circuit architecture of the gate allows special dynamics and noise management features. The gate opens a window of opportunity in time for competence transitions, during which the circuit generates oscillations that are translated into a chain of short intervals with high transition probability. In addition, the unique architecture of the gate allows filtering of external noise and robustness against variations in circuit parameters and internal noise. We illustrate that a physics approach can be very valuable in investigating the decision process and in identifying its general principles. We also show that both cell-cell variability and noise have important functional roles in the collectively controlled individual decisions.
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Affiliation(s)
- Eshel Ben-Jacob
- Center for Theoretical Biological Physics, Rice University Houston, TX, USA ; Department of Biosciences, Rice University Houston, TX, USA ; School of Physics and Astronomy and The Sagol School of Neuroscience, Tel-Aviv University Tel-Aviv, Israel
| | - Mingyang Lu
- Center for Theoretical Biological Physics, Rice University Houston, TX, USA
| | - Daniel Schultz
- Department of Systems Biology, Harvard Medical School Boston, MA, USA
| | - Jose' N Onuchic
- Center for Theoretical Biological Physics, Rice University Houston, TX, USA ; Department of Biosciences, Rice University Houston, TX, USA ; Department of Physics and Astronomy, Rice University Houston, TX, USA ; Department of Chemistry, Rice University Houston, TX, USA
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13
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Zhang J, Laakso J, Mappes J, Laanto E, Ketola T, Bamford JK, Kunttu H, Sundberg LR. Association of colony morphotypes with virulence, growth and resistance against protozoan predation in the fish pathogenFlavobacterium columnare. FEMS Microbiol Ecol 2014; 89:553-62. [DOI: 10.1111/1574-6941.12356] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/03/2014] [Revised: 04/08/2014] [Accepted: 05/13/2014] [Indexed: 01/09/2023] Open
Affiliation(s)
- Ji Zhang
- Centre of Excellence in Biological Interactions; Department of Biological and Environmental Science; University of Jyväskylä; Jyväskylä Finland
- Department of Biological and Environmental Science; University of Helsinki; Helsinki Finland
| | - Jouni Laakso
- Centre of Excellence in Biological Interactions; Department of Biological and Environmental Science; University of Jyväskylä; Jyväskylä Finland
- Department of Biological and Environmental Science; University of Helsinki; Helsinki Finland
| | - Johanna Mappes
- Centre of Excellence in Biological Interactions; Department of Biological and Environmental Science; University of Jyväskylä; Jyväskylä Finland
| | - Elina Laanto
- Centre of Excellence in Biological Interactions; Department of Biological and Environmental Science; University of Jyväskylä; Jyväskylä Finland
- Department of Biological and Environmental Science and Nanoscience Centre; University of Jyväskylä; Jyväskylä Finland
| | - Tarmo Ketola
- Centre of Excellence in Biological Interactions; Department of Biological and Environmental Science; University of Jyväskylä; Jyväskylä Finland
| | - Jaana K.H. Bamford
- Centre of Excellence in Biological Interactions; Department of Biological and Environmental Science; University of Jyväskylä; Jyväskylä Finland
- Department of Biological and Environmental Science and Nanoscience Centre; University of Jyväskylä; Jyväskylä Finland
| | - Heidi Kunttu
- Centre of Excellence in Biological Interactions; Department of Biological and Environmental Science; University of Jyväskylä; Jyväskylä Finland
| | - Lotta-Riina Sundberg
- Centre of Excellence in Biological Interactions; Department of Biological and Environmental Science; University of Jyväskylä; Jyväskylä Finland
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14
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Kester JC, Fortune SM. Persisters and beyond: mechanisms of phenotypic drug resistance and drug tolerance in bacteria. Crit Rev Biochem Mol Biol 2013; 49:91-101. [PMID: 24328927 DOI: 10.3109/10409238.2013.869543] [Citation(s) in RCA: 135] [Impact Index Per Article: 11.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/04/2023]
Abstract
One of the challenges in clinical infectious diseases is the problem of chronic infections, which can require long durations of antibiotic treatment and often recur. An emerging explanation for the refractoriness of some infections to treatment is the existence of subpopulations of drug tolerant cells. While typically discussed as "persister" cells, it is becoming increasingly clear that there is significant heterogeneity in drug responses within a bacterial population and that multiple mechanisms underlie the emergence of drug tolerant and drug-resistant subpopulations. Many of these parallel mechanisms have been shown to affect drug susceptibility at the level of a whole population. Here we review mechanisms of phenotypic drug tolerance and resistance in bacteria with the goal of providing a framework for understanding the similarities and differences in these cells.
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Affiliation(s)
- Jemila C Kester
- Department of Immunology and Infectious Diseases, Harvard School of Public Health , Boston, MA , USA
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15
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The general phosphotransferase system proteins localize to sites of strong negative curvature in bacterial cells. mBio 2013; 4:e00443-13. [PMID: 24129255 PMCID: PMC3812706 DOI: 10.1128/mbio.00443-13] [Citation(s) in RCA: 28] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022] Open
Abstract
The bacterial cell poles are emerging as subdomains where many cellular activities take place, but the mechanisms for polar localization are just beginning to unravel. The general phosphotransferase system (PTS) proteins, enzyme I (EI) and HPr, which control preferential use of carbon sources in bacteria, were recently shown to localize near the Escherichia coli cell poles. Here, we show that EI localization does not depend on known polar constituents, such as anionic lipids or the chemotaxis receptors, and on the cell division machinery, nor can it be explained by nucleoid occlusion or localized translation. Detection of the general PTS proteins at the budding sites of endocytotic-like membrane invaginations in spherical cells and their colocalization with the negative curvature sensor protein DivIVA suggest that geometric cues underlie localization of the PTS system. Notably, the kinetics of glucose uptake by spherical and rod-shaped E. coli cells are comparable, implying that negatively curved “pole-like” sites support not only the localization but also the proper functioning of the PTS system in cells with different shapes. Consistent with the curvature-mediated localization model, we observed the EI protein from Bacillus subtilis at strongly curved sites in both B. subtilis and E. coli. Taken together, we propose that changes in cell architecture correlate with dynamic survival strategies that localize central metabolic systems like the PTS to subcellular domains where they remain active, thus maintaining cell viability and metabolic alertness. Despite their tiny size and the scarcity of membrane-bounded organelles, bacteria are capable of sorting macromolecules to distinct subcellular domains, thus optimizing functionality of vital processes. Understanding the cues that organize bacterial cells should provide novel insights into the complex organization of higher organisms. Previously, we have shown that the general proteins of the phosphotransferase system (PTS) signaling system, which governs utilization of carbon sources in bacteria, localize to the poles of Escherichia coli cells. Here, we show that geometric cues, i.e., strong negative membrane curvature, mediate positioning of the PTS proteins. Furthermore, localization to negatively curved regions seems to support the PTS functionality.
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16
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Improvements on colony morphology identification towards bacterial profiling. J Microbiol Methods 2013; 95:327-35. [PMID: 24121049 DOI: 10.1016/j.mimet.2013.09.020] [Citation(s) in RCA: 35] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/08/2013] [Revised: 09/26/2013] [Accepted: 09/30/2013] [Indexed: 02/04/2023]
Abstract
Colony morphology may be an indicator of phenotypic variation, this being an important adaptive process adopted by bacteria to overcome environmental stressors. Furthermore, alterations in colony traits may reflect increased virulence and antimicrobial resistance. Despite the potential relevance of using colony morphological traits, the influence of experimental conditions on colony morphogenesis has been scarcely studied in detail. This study aims to clearly and systematically demonstrate the impact of some variables, such as colony growth time, plate colony density, culture medium, planktonic or biofilm mode of growth and strain genetic background, on bacterial colony morphology features using two Pseudomonas aeruginosa strains. Results, based on 5-replicate experiments, demonstrated that all variables influenced colony morphogenesis and 18 different morphotypes were identified, showing different sizes, forms, colours, textures and margins. Colony growth time and composition of the medium were the variables that caused the highest impact on colony differentiation both derived from planktonic and biofilm cultures. Colony morphology characterization before 45 h of incubation was considered inadequate and TSA, a non-selective medium, provided more colony diversity in contrast to P. aeruginosa selective media. In conclusion, data obtained emphasized the need to perform comparisons between colony morphologies in equivalent experimental conditions to avoid misinterpretation of microbial diagnostics and biomedical studies. Since colony morphotyping showed to be a reliable method to evaluate phenotypic switching and also to infer about bacterial diversity in biofilms, these unambiguous comparisons between morphotypes may offer a quite valuable input to clinical diagnosis, aiding the decision-making towards the selection of the most suitable antibiotic and supportive treatments.
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17
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Roth D, Finkelshtein A, Ingham C, Helman Y, Sirota-Madi A, Brodsky L, Ben-Jacob E. Identification and characterization of a highly motile and antibiotic refractory subpopulation involved in the expansion of swarming colonies of Paenibacillus vortex. Environ Microbiol 2013; 15:2532-44. [PMID: 23763278 PMCID: PMC3908376 DOI: 10.1111/1462-2920.12160] [Citation(s) in RCA: 28] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/01/2012] [Accepted: 05/15/2013] [Indexed: 11/30/2022]
Abstract
Bacteria often use sophisticated cooperative behaviours, such as the development of complex colonies, elaborate biofilms and advanced dispersal strategies, to cope with the harsh and variable conditions of natural habitats, including the presence of antibiotics. Paenibacillus vortex uses swarming motility and cell-to-cell communication to form complex, structured colonies. The modular organization of P. vortex colony has been found to facilitate its dispersal on agar surfaces. The current study reveals that the complex structure of the colony is generated by the coexistence and transition between two morphotypes – ‘builders’ and ‘explorers’ – with distinct functions in colony formation. Here, we focused on the explorers, which are highly motile and spearhead colonial expansion. Explorers are characterized by high expression levels of flagellar genes, such as flagellin (hag), motA, fliI, flgK and sigD, hyperflagellation, decrease in ATP (adenosine-5′-triphosphate) levels, and increased resistance to antibiotics. Their tolerance to many antibiotics gives them the advantage of translocation through antibiotics-containing areas. This work gives new insights on the importance of cell differentiation and task distribution in colony morphogenesis and adaptation to antibiotics.
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Affiliation(s)
- Dalit Roth
- The Sackler School of Medicine, Tel Aviv University, Tel Aviv, 6997801, Israel
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18
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Mead DA, Lucas S, Copeland A, Lapidus A, Cheng JF, Bruce DC, Goodwin LA, Pitluck S, Chertkov O, Zhang X, Detter JC, Han CS, Tapia R, Land M, Hauser LJ, Chang YJ, Kyrpides NC, Ivanova NN, Ovchinnikova G, Woyke T, Brumm C, Hochstein R, Schoenfeld T, Brumm P. Complete Genome Sequence of Paenibacillus strain Y4.12MC10, a Novel Paenibacillus lautus strain Isolated from Obsidian Hot Spring in Yellowstone National Park. Stand Genomic Sci 2012; 6:381-400. [PMID: 23408395 PMCID: PMC3558958 DOI: 10.4056/sigs.2605792] [Citation(s) in RCA: 29] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
Paenibacillus sp.Y412MC10 was one of a number of organisms isolated from Obsidian Hot Spring, Yellowstone National Park, Montana, USA under permit from the National Park Service. The isolate was initially classified as a Geobacillus sp. Y412MC10 based on its isolation conditions and similarity to other organisms isolated from hot springs at Yellowstone National Park. Comparison of 16 S rRNA sequences within the Bacillales indicated that Geobacillus sp.Y412MC10 clustered with Paenibacillus species, and the organism was most closely related to Paenibacillus lautus. Lucigen Corp. prepared genomic DNA and the genome was sequenced, assembled, and annotated by the DOE Joint Genome Institute. The genome sequence was deposited at the NCBI in October 2009 (NC_013406). The genome of Paenibacillus sp. Y412MC10 consists of one circular chromosome of 7,121,665 bp with an average G+C content of 51.2%. Comparison to other Paenibacillus species shows the organism lacks nitrogen fixation, antibiotic production and social interaction genes reported in other paenibacilli. The Y412MC10 genome shows a high level of synteny and homology to the draft sequence of Paenibacillus sp. HGF5, an organism from the Human Microbiome Project (HMP) Reference Genomes. This, combined with genomic CAZyme analysis, suggests an intestinal, rather than environmental origin for Y412MC10.
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Affiliation(s)
- David A. Mead
- Lucigen Corporation, Middleton, Wisconsin
- DOE Great Lakes Bioenergy Research Center, University of Wisconsin, Madison, Wisconsin
| | - Susan Lucas
- DOE Joint Genome Institute, Walnut Creek, California
| | - Alex Copeland
- DOE Joint Genome Institute, Walnut Creek, California
| | - Alla Lapidus
- DOE Joint Genome Institute, Walnut Creek, California
| | | | - David C. Bruce
- DOE Joint Genome Institute, Walnut Creek, California
- Los Alamos National Laboratory, Bioscience Division, Los Alamos, New Mexico
| | - Lynne A. Goodwin
- DOE Joint Genome Institute, Walnut Creek, California
- Los Alamos National Laboratory, Bioscience Division, Los Alamos, New Mexico
| | - Sam Pitluck
- DOE Great Lakes Bioenergy Research Center, University of Wisconsin, Madison, Wisconsin
| | - Olga Chertkov
- DOE Joint Genome Institute, Walnut Creek, California
| | - Xiaojing Zhang
- DOE Joint Genome Institute, Walnut Creek, California
- Los Alamos National Laboratory, Bioscience Division, Los Alamos, New Mexico
| | - John C. Detter
- DOE Joint Genome Institute, Walnut Creek, California
- Los Alamos National Laboratory, Bioscience Division, Los Alamos, New Mexico
| | - Cliff S. Han
- DOE Joint Genome Institute, Walnut Creek, California
- Los Alamos National Laboratory, Bioscience Division, Los Alamos, New Mexico
| | - Roxanne Tapia
- DOE Joint Genome Institute, Walnut Creek, California
- Los Alamos National Laboratory, Bioscience Division, Los Alamos, New Mexico
| | - Miriam Land
- DOE Joint Genome Institute, Walnut Creek, California
- Oak Ridge National Laboratory, Oak Ridge, Tennessee
| | - Loren J. Hauser
- DOE Joint Genome Institute, Walnut Creek, California
- Oak Ridge National Laboratory, Oak Ridge, Tennessee
| | | | | | | | | | - Tanja Woyke
- DOE Joint Genome Institute, Walnut Creek, California
| | | | | | | | - Phillip Brumm
- DOE Great Lakes Bioenergy Research Center, University of Wisconsin, Madison, Wisconsin
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19
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Iyer LM, Aravind L. Insights from the architecture of the bacterial transcription apparatus. J Struct Biol 2011; 179:299-319. [PMID: 22210308 DOI: 10.1016/j.jsb.2011.12.013] [Citation(s) in RCA: 43] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/19/2011] [Revised: 12/14/2011] [Accepted: 12/18/2011] [Indexed: 10/14/2022]
Abstract
We provide a portrait of the bacterial transcription apparatus in light of the data emerging from structural studies, sequence analysis and comparative genomics to bring out important but underappreciated features. We first describe the key structural highlights and evolutionary implications emerging from comparison of the cellular RNA polymerase subunits with the RNA-dependent RNA polymerase involved in RNAi in eukaryotes and their homologs from newly identified bacterial selfish elements. We describe some previously unnoticed domains and the possible evolutionary stages leading to the RNA polymerases of extant life forms. We then present the case for the ancient orthology of the basal transcription factors, the sigma factor and TFIIB, in the bacterial and the archaeo-eukaryotic lineages. We also present a synopsis of the structural and architectural taxonomy of specific transcription factors and their genome-scale demography. In this context, we present certain notable deviations from the otherwise invariant proteome-wide trends in transcription factor distribution and use it to predict the presence of an unusual lineage-specifically expanded signaling system in certain firmicutes like Paenibacillus. We then discuss the intersection between functional properties of transcription factors and the organization of transcriptional networks. Finally, we present some of the interesting evolutionary conundrums posed by our newly gained understanding of the bacterial transcription apparatus and potential areas for future explorations.
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Affiliation(s)
- Lakshminarayan M Iyer
- National Center for Biotechnology Information, National Library of Medicine, National Institutes of Health, Building 38A, Room 5N50, Bethesda, MD 20894, USA
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